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Baseline wander and power-line interference elimination of ECG signals using efficient signal-piloted filtering
A signal-piloted linear phase filtering tactic for removing baseline wander and power-line interference from the electrocardiogram (ECG) signals is suggested. The system is capable of adjusting its parameters by following the incoming signal variations. It renders the processing of lesser samples by...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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The Institution of Engineering and Technology
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7494370/ https://www.ncbi.nlm.nih.gov/pubmed/32983548 http://dx.doi.org/10.1049/htl.2019.0116 |
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author | Mian Qaisar, Saeed |
author_facet | Mian Qaisar, Saeed |
author_sort | Mian Qaisar, Saeed |
collection | PubMed |
description | A signal-piloted linear phase filtering tactic for removing baseline wander and power-line interference from the electrocardiogram (ECG) signals is suggested. The system is capable of adjusting its parameters by following the incoming signal variations. It renders the processing of lesser samples by inferior order filters. The applicability is demonstrated by using the MIT-BIH ECG database. The precision of the approach is also studied regarding the signal-to-noise ratio (SNR). Results showed that the proposed method achieves a 2.18-fold compression gain and notable computational efficiency over conventional counterpart while securing an analogous output SNR. A comparison of the designed solution is made with the contemporary empirical mode decomposition with Kalman filtering and eigenvalue decomposition based tactics. Results show that the suggested method performs better in terms of output SNR for the studied cases. |
format | Online Article Text |
id | pubmed-7494370 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | The Institution of Engineering and Technology |
record_format | MEDLINE/PubMed |
spelling | pubmed-74943702020-09-24 Baseline wander and power-line interference elimination of ECG signals using efficient signal-piloted filtering Mian Qaisar, Saeed Healthc Technol Lett Article A signal-piloted linear phase filtering tactic for removing baseline wander and power-line interference from the electrocardiogram (ECG) signals is suggested. The system is capable of adjusting its parameters by following the incoming signal variations. It renders the processing of lesser samples by inferior order filters. The applicability is demonstrated by using the MIT-BIH ECG database. The precision of the approach is also studied regarding the signal-to-noise ratio (SNR). Results showed that the proposed method achieves a 2.18-fold compression gain and notable computational efficiency over conventional counterpart while securing an analogous output SNR. A comparison of the designed solution is made with the contemporary empirical mode decomposition with Kalman filtering and eigenvalue decomposition based tactics. Results show that the suggested method performs better in terms of output SNR for the studied cases. The Institution of Engineering and Technology 2020-09-03 /pmc/articles/PMC7494370/ /pubmed/32983548 http://dx.doi.org/10.1049/htl.2019.0116 Text en http://creativecommons.org/licenses/by/3.0/ This is an open access article published by the IET under the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) |
spellingShingle | Article Mian Qaisar, Saeed Baseline wander and power-line interference elimination of ECG signals using efficient signal-piloted filtering |
title | Baseline wander and power-line interference elimination of ECG signals using efficient signal-piloted filtering |
title_full | Baseline wander and power-line interference elimination of ECG signals using efficient signal-piloted filtering |
title_fullStr | Baseline wander and power-line interference elimination of ECG signals using efficient signal-piloted filtering |
title_full_unstemmed | Baseline wander and power-line interference elimination of ECG signals using efficient signal-piloted filtering |
title_short | Baseline wander and power-line interference elimination of ECG signals using efficient signal-piloted filtering |
title_sort | baseline wander and power-line interference elimination of ecg signals using efficient signal-piloted filtering |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7494370/ https://www.ncbi.nlm.nih.gov/pubmed/32983548 http://dx.doi.org/10.1049/htl.2019.0116 |
work_keys_str_mv | AT mianqaisarsaeed baselinewanderandpowerlineinterferenceeliminationofecgsignalsusingefficientsignalpilotedfiltering |